Type annonces : Postes Doctorant

[PhD] Language-aided Detection and Matching of Semantic Landmarks for Visual Localization in Complex Environments

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General information Description Context Landmark detection, description and matching is the cornerstone of autonomous visual localization systems deployed in unknown environments. While most widely-adopted and accurate solutions exploit low-level landmarks such as points or lines, dealing with large-scale and/or visually ambiguous environments remains highly challenging due to the inherent multiplicity,…

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[PhD] Physics-Grounded Vision Foundation Models – Inria, Paris [Deadline: May 20th 2025]

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Keywords : vision foundation models, physics-grounding, computer vision, scene understanding Supervisors : Raoul de Charette (Inria, Paris) and Tuan-Hung Vu (Inria / Valeo.ai, Paris) Description: The objective of the PhD is to improve the explicit understanding of physics in Vision Foundation Models (VFM). While the latter are typically trained on reconstruction…

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[PhD] Modeling, inverse problems and machine learning in cryogenic microscopy using three-dimensional tomography

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The CREATIS laboratory announces the opening of a 36-month, fully funded PhD position startingin September 2025. See details in  the PDF file on the top right of the page. The full description can be found here. Keywords: Image Reconstruction, Cryogenic Electron Tomography, Modeling, Deep Learning,Computational Imaging, Optimization. Summary: Cryo-electron tomography…

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[PhD] GAN-Based Cryptosystem for High Level Data Protection

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Laboratoire d’accueil / Host  Laboratory : ImViA Laboratory, CORES team, 21078, Dijon, France Spécialité du doctorat préparé/Speciality : Instrumentation et informatique de l’image Mots-clefs / Keywords :  Cryptosystem, Generative Adversarial Networks (GANs), Deep-fakes, Images, FPGA, Python, C++. Descriptif détaillé de la thèse / Job description Abstract : Detecting and safeguarding against malicious deep-fakes…

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[PhD] Thèse Cifre Naval Group – IMT Atlantique : Reconnaissance de formes d’onde discrètes dans le domaine acoustique sous-marin

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Mots-clés : Reconnaissance aveugle de modulation, systèmes de communication adaptatifs, démodulation aveugle, communication acoustique sous-marine discrète Description du projet/sujet d’étude L’identification aveugle de modulation est un domaine où convergent traitement du signal, apprentissage automatique et théorie des communications. Ce domaine vise à résoudre le problème fondamental suivant : « comment un récepteur…

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[PhD] Deep 3D Garment Semantics

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Keywords: geometric deep learning; semantic segmentation Work place:The thesis work will take place in the MLMS (Machine Learning, Modeling & Simulation) research team of the ICube laboratory (The Engineering science, computer science and imaging laboratory) of the University of Strasbourg, a leading research center with more than 300 permanent researchers….

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[PhD] Certain Advances to Geometric Learning with Applications in Realistic Human Modeling

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Keywords: geometric deep learning, human modeling Hosting institution:ICube Laboratory (The Engineering science, computer science and imaging laboratory) at the University of Strasbourg is a leading research center in Computer Science, with more than 300 permanent researchers, with the recently opened AI graduate school supported by the French government. Work place:The…

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[PhD] Improving Facial Expression Recognition Using Explainable AI Techniques

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Thesis Title: Improving Facial Expression Recognition Using Explainable AI Techniques Thesis Supervisor: Domitile Lourdeaux, Heudiasyc Laboratory (HEUristics and Diagnostics of Complex Systems) UMR-CNRS 7253, University of Technology of Compiègne UTC Thesis Co-Supervisor: Insaf Setitra, Heudiasyc Laboratory (HEUristics and Diagnostics of Complex Systems) UMR-CNRS 7253, University of Technology of Compiègne UTC…

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